Improving pain management for surgical patients
Model-based optimization of pain management in surgical patients
This study is looking at how to make pain management better for people having surgery by using data from past surgeries to find the best ways to help each patient feel comfortable and recover well, while using fewer opioids.
Quick facts
| Grant type | Fellowship grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Stanford University NIH-funded |
| Lab location | 1 site (Stanford, United States) |
| Project ID | NIH-10899776 on NIH RePORTER |
What this research studies
This research investigates how to optimize pain management for patients undergoing surgery by analyzing large datasets from electronic health records and intraoperative EEG recordings. The goal is to understand the relationship between physiological measures and pain management strategies, aiming to personalize treatment for each patient. By doing so, the research seeks to reduce the reliance on opioids and improve postoperative pain relief, ultimately enhancing recovery outcomes. The study will utilize data from over 100,000 surgical procedures to develop better guidelines for pain management.
Who could benefit from this research
Good fit: Ideal candidates for this research are adults scheduled for surgical procedures who may require pain management postoperatively.
Not a fit: Patients who are not undergoing surgery or those with chronic pain conditions unrelated to surgical procedures may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more effective pain management strategies that reduce opioid use and improve recovery for surgical patients.
How similar studies have performed: Previous research has shown success in using data analytics to improve pain management, indicating that this approach has the potential for meaningful advancements.
Where this research is happening
Stanford, United States
- Stanford University — Stanford, United States (Active)
Researchers
- Principal investigator: Liu, Ran — Stanford University
- Study coordinator: Liu, Ran
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.